Python Recipes for Earth Sciences (2nd ed. 2024)

By (author) Martin H. Trauth

ISBN13: 9783031569050

Imprint: Springer International Publishing AG

Publisher: Springer International Publishing AG

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Published: 15/08/2024

Availability: Not yet available

Description
Python is used in a wide range of geoscientific applications, such as in processing images for remote sensing, in generating and processing digital elevation models, and in analyzing time series. This book introduces methods of data analysis in the geosciences using Python that include basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, and signal processing; the analysis of spatial and directional data; and image analysis. The text includes numerous examples that demonstrate how Python can be used on data sets from the earth sciences. Codes are available online through GitHub.
Data Analysis in the Earth Sciences.- Introduction to Python.- Univariate Statistics.- Bivariate Statistics.- Time Series Analysis.- Signal Processing.- Spatial Data.- Image Processing.- Multivariate Statistics.- Directional Data.
  • Information technology: general issues
  • Geographical information systems (GIS) & remote sensing
  • Geophysics
  • Professional & Vocational
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List Price: £109.99